Model-based Offline Reinforcement Learning with Count-based Conservatism. - Byeongchan Kim; Min-hwan Oh (ICML, 2023)

LED-Display Defect Detection Based on YOLOv5 and Transformer. - Jinwoo Park; Jihun Bae; Jongeon Lim; Byeongchan Kim; Jongpil Jeong (IEEE Access, 2023)

Magnituder Layers for Implicit Neural Representations in 3D. - Sang Min Kim; Byeongchan Kim; Arijit Sehanobish; Krzysztof Choromanski; Dongseok Shim; Avinava Dubey; Min-hwan Oh (CoRR, 2024)

OD-SHIELD: Convolutional Autoencoder-Based Defense Against Adversarial Patch Attacks in Object Detection. - Byeongchan Kim; Heemin Kim; Minjung Kang; Hyunjee Nam; Sunghwan Park; Jaewoo Lee; Il-Youp Kwak (IEEE Access, 2025)